Live Teaching Platform for Human Resource Development and Management Based on Big Data Recommendation Technology

被引：0
|
作者：
Lyu, Bu [1 ,2 ]
Chen, Jianhui [1 ]
Wang, Na [1 ]
机构：
[1] Bengbu Univ, Sch Econ & Management, Bengbu 233030, Anhui, Peoples R China
[2] Hefei Univ Technol, Sch Management, Hefei 230009, Anhui, Peoples R China
来源：
2020 5TH INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA 2020) | 2020年
基金：
中国国家自然科学基金;
关键词：
MVC; MapReduce; HDF; big data; live teaching;
D O I：
10.1109/ICSGEA51094.2020.00115
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
According to the existing teaching resources and management needs, this paper designs and implements a live multimedia teaching system with big data recommendation function. Based on fully analyzing the functional and non-functional requirements of the personalized education resource recommendation system, the most classic MVC mode and MVVM mode are used to combine the software architecture, and the Objective-C language is used for development. The key technologies of personalized recommendation system based on big data are analyzed, including big real-time big data processing technology, personalized recommendation engine, teaching management implementation and database design. Finally, through the operation test and performance analysis of the system, the usability, dexterity, stability and high real-time performance of the system operation are clarified, and the convenient multiple capacity expansion ability of the system in the future is also demonstrated.
引用
收藏
页码：505 / 509
页数：5
相关论文
共 50 条
  • [21] Cloud Computing Management Platform of Human Resource Based on Mobile Communication Technology
    Lv, Zhengbao
    Tan, Zefu
    Wang, Qian
    Yang, Yanqiong
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2018, 102 (02) : 1293 - 1306
  • [22] Enterprise human resource management system monitoring based on embedded system and 5G big data platform
    Wang, Qiping
    [J]. WIRELESS NETWORKS, 2021,
  • [23] Research on Development of Health Management Industry Based on Big Data Technology
    Wang, Maosong
    [J]. 2020 4TH INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2020), 2020, 510
  • [24] The Development of Enterprise Human Resources Management Based on Big Data
    Fu, Sisi
    [J]. NEW INDUSTRIALIZATION AND URBANIZATION DEVELOPMENT ANNUAL CONFERENCE: THE INTERNATIONAL FORUM ON NEW INDUSTRIALIZATION DEVELOPMENT IN BIG-DATA ERA, 2015, : 370 - 374
  • [25] Power Big Data platform Based on Hadoop Technology
    Chen, Jilin
    Liu, Nana
    Chen, Yong
    Qiu, Weijiang
    [J]. PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 571 - 576
  • [26] Human Resource Social Insurance Data Remote Reporting System Based on Big Data Technology
    Zhang, Cai-ming
    Sun, Bo
    [J]. ADVANCED HYBRID INFORMATION PROCESSING, PT I, 2022, 416 : 551 - 561
  • [27] The ethical implications of big data in human resource management
    Manroop, Laxmikant
    Malik, Amina
    Milner, Morgan
    [J]. HUMAN RESOURCE MANAGEMENT REVIEW, 2024, 34 (02)
  • [28] Research and Design of Mineral Resource Management System Based on Big Data and GIS Technology
    Li, Dacan
    Gong, Yuanyuan
    Tang, Guangshang
    Huang, Qingpei
    [J]. 2020 5TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS (IEEE ICBDA 2020), 2020, : 52 - 56
  • [29] Research on the Innovation Model and Application of Human Resource Management Based on Big Data
    Cheng, Yuhuan
    [J]. PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON EDUCATION, SOCIAL SCIENCE, MANAGEMENT AND SPORTS (ICESSMS 2016), 2016, 92 : 365 - 369
  • [30] Development of big data assisted effective enterprise resource planning framework for smart human resource management
    Zhao, Yaxuan
    [J]. PLOS ONE, 2024, 19 (05):
12345